



'''simple docstring'''






import os
import sys
import unittest


lowerCAmelCase:   List[str]					=		os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
sys.path.append(os.path.join(git_repo_path, 'utils'))

import get_test_info  # noqa: E402
from get_test_info import (  # noqa: E402
    get_model_to_test_mapping,
    get_model_to_tester_mapping,
    get_test_to_tester_mapping,
)


lowerCAmelCase:   str					=		os.path.join('tests', 'models', 'bert', 'test_modeling_bert.py')
lowerCAmelCase:   int					=		os.path.join('tests', 'models', 'blip', 'test_modeling_blip.py')

class 				a__(   unittest.TestCase      ):







    def      lowercase_			( self					:    Dict      ):
      a		:   Optional[Any]	  =	get_test_to_tester_mapping(__snake_case      )
      a		:   Optional[Any]	  =	get_test_to_tester_mapping(__snake_case      )

      a		:   Optional[int]	  =	{'BertModelTest': 'BertModelTester'}

      a		:   Optional[int]	  =	{
          'BlipModelTest': 'BlipModelTester',
          'BlipTextImageModelTest': 'BlipTextImageModelsModelTester',
          'BlipTextModelTest': 'BlipTextModelTester',
          'BlipTextRetrievalModelTest': 'BlipTextRetrievalModelTester',
          'BlipVQAModelTest': 'BlipVQAModelTester',
          'BlipVisionModelTest': 'BlipVisionModelTester',
      }

      self.assertEqual(get_test_info.to_json(__snake_case      )		,     __snake_case      )
      self.assertEqual(get_test_info.to_json(__snake_case      )		,     __snake_case      )







    def      lowercase_			( self					:    List[str]      ):
      a		:   Optional[Any]	  =	get_model_to_test_mapping(__snake_case      )
      a		:   Any	  =	get_model_to_test_mapping(__snake_case      )

      a		:   Optional[Any]	  =	{
          'BertForMaskedLM': ['BertModelTest'],
          'BertForMultipleChoice': ['BertModelTest'],
          'BertForNextSentencePrediction': ['BertModelTest'],
          'BertForPreTraining': ['BertModelTest'],
          'BertForQuestionAnswering': ['BertModelTest'],
          'BertForSequenceClassification': ['BertModelTest'],
          'BertForTokenClassification': ['BertModelTest'],
          'BertLMHeadModel': ['BertModelTest'],
          'BertModel': ['BertModelTest'],
      }

      a		:   List[str]	  =	{
          'BlipForConditionalGeneration': ['BlipTextImageModelTest'],
          'BlipForImageTextRetrieval': ['BlipTextRetrievalModelTest'],
          'BlipForQuestionAnswering': ['BlipVQAModelTest'],
          'BlipModel': ['BlipModelTest'],
          'BlipTextModel': ['BlipTextModelTest'],
          'BlipVisionModel': ['BlipVisionModelTest'],
      }

      self.assertEqual(get_test_info.to_json(__snake_case      )		,     __snake_case      )
      self.assertEqual(get_test_info.to_json(__snake_case      )		,     __snake_case      )







    def      lowercase_			( self					:    Tuple      ):
      a		:   Union[str, Any]	  =	get_model_to_tester_mapping(__snake_case      )
      a		:   str	  =	get_model_to_tester_mapping(__snake_case      )

      a		:   int	  =	{
          'BertForMaskedLM': ['BertModelTester'],
          'BertForMultipleChoice': ['BertModelTester'],
          'BertForNextSentencePrediction': ['BertModelTester'],
          'BertForPreTraining': ['BertModelTester'],
          'BertForQuestionAnswering': ['BertModelTester'],
          'BertForSequenceClassification': ['BertModelTester'],
          'BertForTokenClassification': ['BertModelTester'],
          'BertLMHeadModel': ['BertModelTester'],
          'BertModel': ['BertModelTester'],
      }

      a		:   Optional[Any]	  =	{
          'BlipForConditionalGeneration': ['BlipTextImageModelsModelTester'],
          'BlipForImageTextRetrieval': ['BlipTextRetrievalModelTester'],
          'BlipForQuestionAnswering': ['BlipVQAModelTester'],
          'BlipModel': ['BlipModelTester'],
          'BlipTextModel': ['BlipTextModelTester'],
          'BlipVisionModel': ['BlipVisionModelTester'],
      }

      self.assertEqual(get_test_info.to_json(__snake_case      )		,     __snake_case      )
      self.assertEqual(get_test_info.to_json(__snake_case      )		,     __snake_case      )




'''simple docstring'''






from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


lowerCAmelCase:   List[str]					=		logging.get_logger(__name__)

lowerCAmelCase:   int					=		{
    'bert-base-uncased': 'https://huggingface.co/bert-base-uncased/resolve/main/config.json',
    'bert-large-uncased': 'https://huggingface.co/bert-large-uncased/resolve/main/config.json',
    'bert-base-cased': 'https://huggingface.co/bert-base-cased/resolve/main/config.json',
    'bert-large-cased': 'https://huggingface.co/bert-large-cased/resolve/main/config.json',
    'bert-base-multilingual-uncased': 'https://huggingface.co/bert-base-multilingual-uncased/resolve/main/config.json',
    'bert-base-multilingual-cased': 'https://huggingface.co/bert-base-multilingual-cased/resolve/main/config.json',
    'bert-base-chinese': 'https://huggingface.co/bert-base-chinese/resolve/main/config.json',
    'bert-base-german-cased': 'https://huggingface.co/bert-base-german-cased/resolve/main/config.json',
    'bert-large-uncased-whole-word-masking': (
        'https://huggingface.co/bert-large-uncased-whole-word-masking/resolve/main/config.json'
    ),
    'bert-large-cased-whole-word-masking': (
        'https://huggingface.co/bert-large-cased-whole-word-masking/resolve/main/config.json'
    ),
    'bert-large-uncased-whole-word-masking-finetuned-squad': (
        'https://huggingface.co/bert-large-uncased-whole-word-masking-finetuned-squad/resolve/main/config.json'
    ),
    'bert-large-cased-whole-word-masking-finetuned-squad': (
        'https://huggingface.co/bert-large-cased-whole-word-masking-finetuned-squad/resolve/main/config.json'
    ),
    'bert-base-cased-finetuned-mrpc': 'https://huggingface.co/bert-base-cased-finetuned-mrpc/resolve/main/config.json',
    'bert-base-german-dbmdz-cased': 'https://huggingface.co/bert-base-german-dbmdz-cased/resolve/main/config.json',
    'bert-base-german-dbmdz-uncased': 'https://huggingface.co/bert-base-german-dbmdz-uncased/resolve/main/config.json',
    'cl-tohoku/bert-base-japanese': 'https://huggingface.co/cl-tohoku/bert-base-japanese/resolve/main/config.json',
    'cl-tohoku/bert-base-japanese-whole-word-masking': (
        'https://huggingface.co/cl-tohoku/bert-base-japanese-whole-word-masking/resolve/main/config.json'
    ),
    'cl-tohoku/bert-base-japanese-char': (
        'https://huggingface.co/cl-tohoku/bert-base-japanese-char/resolve/main/config.json'
    ),
    'cl-tohoku/bert-base-japanese-char-whole-word-masking': (
        'https://huggingface.co/cl-tohoku/bert-base-japanese-char-whole-word-masking/resolve/main/config.json'
    ),
    'TurkuNLP/bert-base-finnish-cased-v1': (
        'https://huggingface.co/TurkuNLP/bert-base-finnish-cased-v1/resolve/main/config.json'
    ),
    'TurkuNLP/bert-base-finnish-uncased-v1': (
        'https://huggingface.co/TurkuNLP/bert-base-finnish-uncased-v1/resolve/main/config.json'
    ),
    'wietsedv/bert-base-dutch-cased': 'https://huggingface.co/wietsedv/bert-base-dutch-cased/resolve/main/config.json',
    # See all BERT models at https://huggingface.co/models?filter=bert
}

class 				a__(   lowerCamelCase__      ):
    lowercase__					=       """bert"""







    def __init__( self					:    List[str]		,     __snake_case					:    Optional[Any]=3_05_22		,     __snake_case					:    Any=7_68		,     __snake_case					:    str=12		,     __snake_case					:    Optional[int]=12		,     __snake_case					:    Tuple=30_72		,     __snake_case					:    Optional[Any]="gelu"		,     __snake_case					:    Dict=0.1		,     __snake_case					:    Optional[int]=0.1		,     __snake_case					:    List[Any]=5_12		,     __snake_case					:    Optional[Any]=2		,     __snake_case					:    Optional[Any]=0.02		,     __snake_case					:    List[str]=1e-1_2		,     __snake_case					:    Dict=0		,     __snake_case					:    List[str]="absolute"		,     __snake_case					:    List[Any]=True		,     __snake_case					:    List[str]=None		,     **__snake_case					:    Any		,     ):
      super().__init__(pad_token_id=__snake_case		,     **__snake_case      )

      a		:   str	  =	vocab_size
      a		:   List[Any]	  =	hidden_size
      a		:   Union[str, Any]	  =	num_hidden_layers
      a		:   List[Any]	  =	num_attention_heads
      a		:   str	  =	hidden_act
      a		:   str	  =	intermediate_size
      a		:   Tuple	  =	hidden_dropout_prob
      a		:   Union[str, Any]	  =	attention_probs_dropout_prob
      a		:   List[Any]	  =	max_position_embeddings
      a		:   Union[str, Any]	  =	type_vocab_size
      a		:   List[Any]	  =	initializer_range
      a		:   Dict	  =	layer_norm_eps
      a		:   Any	  =	position_embedding_type
      a		:   List[str]	  =	use_cache
      a		:   List[str]	  =	classifier_dropout

class 				a__(   lowerCamelCase__      ):







    @property
    def      lowercase_			( self					:    List[str]      ):
      if self.task == "multiple-choice":
        a		:   Tuple	  =	{0: 'batch', 1: 'choice', 2: 'sequence'}
      else:
        a		:   List[Any]	  =	{0: 'batch', 1: 'sequence'}
      return OrderedDict(
          [
              ('input_ids', dynamic_axis),
              ('attention_mask', dynamic_axis),
              ('token_type_ids', dynamic_axis),
          ]      )